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Agent Skill · 研究检索

youtube-thumbnail-analyzer(YouTube 缩略图分析器)

youtube-thumbnail-analyzer 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

youtube-thumbnail-analyzer 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为只读;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 21,476。

总安装 4,866周安装 209GitHub Stars 公开资料未说明下载 1,705核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:youtube-thumbnail-analyzer(YouTube 缩略图分析器)
来源仓库:https://github.com/huajianjiu000/youtube-thumbnail-analyzer
安装命令:
openclaw skills install youtube-thumbnail-analyzer
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install youtube-thumbnail-analyzer

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

分析 YouTube 缩略图的视觉层次、色彩影响、文本清晰度、情感吸引力和竞争对手基准,以优化点击率。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install youtube-thumbnail-analyzer;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

youtube-thumbnail-analyzer 怎么安装?

在终端执行 openclaw skills install youtube-thumbnail-analyzer。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

youtube-thumbnail-analyzer 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

youtube-thumbnail-analyzer 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

youtube-thumbnail-analyzer 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

youtube-thumbnail-analyzer 用的人多吗?

公开数据是累计安装 4,866 次,近一周安装 209 次,下载 1,705 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

youtube-thumbnail-analyzer 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
youtube-thumbnail-analyzer

YouTube 缩略图分析器 · 本页

4,866—只读MIT-0通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

YouTube Thumbnail Analyzer

name

youtube-thumbnail-analyzer

description

Analyze YouTube thumbnail designs to maximize click-through rates. Get professional feedback on visual hierarchy, color psychology, text placement, face emotions, and comparison with top-performing thumbnails in your niche. Essential for YouTubers, video marketers, and content creators.

instructions

Overview

This skill provides comprehensive analysis of YouTube thumbnails, helping you understand why certain thumbnails perform better and how to optimize your own for maximum clicks. Based on proven visual marketing principles and YouTube algorithm preferences.

When to Use

  • Before uploading a new video to optimize thumbnail appeal
  • Redesigning underperforming video thumbnails
  • Learning best practices for thumbnail creation
  • A/B testing different thumbnail concepts
  • Analyzing competitor thumbnails for insights
  • Creating thumbnail templates for your brand

Input Requirements

Provide the following for thumbnail analysis:

  1. Thumbnail Image: Upload or provide URL of the thumbnail
  2. Video Topic/Title: What is the video about? (for context)
  3. Target Audience: Who should click on this video?
  4. Niche/Category: Content category (tech, lifestyle, gaming, education, etc.)
  5. Current CTR (Optional): If known, the video's current click-through rate
  6. Comparison Thumbnails (Optional): 2-3 competitor thumbnails for benchmarking

Analysis Framework

1. Visual Hierarchy Assessment

Evaluate what draws the eye first:

  • Primary focal point identification
  • Eye flow path analysis
  • Element size and prominence
  • Contrast and readability
2. Color Psychology Review
  • Color palette effectiveness for the content type
  • Contrast ratios for visibility
  • Color harmony and brand consistency
  • Platform appearance across devices
3. Text Optimization Check
  • Text readability at small sizes
  • Font choice and emotional impact
  • Text placement and hierarchy
  • Spelling and grammar accuracy
  • Number of words (ideal: 3-5 max)
4. Emotional Impact Evaluation
  • Face expressions and emotions conveyed
  • Emotional triggers used
  • Viewer curiosity factors
  • Urgency or FOMO elements
5. Design Best Practices
  • Rule of thirds application
  • Safe zone compliance (no text/icons cut off)
  • Branding elements presence
  • Visual clutter assessment
  • Aspect ratio correctness

Output Format

The analysis will be provided in this structured format:

---
# YouTube Thumbnail Analysis Report

## 📊 Overall Score: [X/10]

## 🎯 Visual Hierarchy
**Strengths:**
- [Positive observation]

**Areas for Improvement:**
- [Issue to address]

**Recommendation:** [Specific action]

## 🎨 Color Analysis
**Strengths:**
- [Color choice benefits]

**Areas for Improvement:**
- [Color issues]

**Recommendation:** [Suggested improvement]

## ✍️ Text Assessment
**Strengths:**
- [What works well]

**Issues Found:**
- [Text problems]

**Recommendation:** [Better approach]

## 😊 Emotional Impact
**Current Emotional Appeal:** [Description]

**What Works:**
- [Emotional elements that resonate]

**Missing Elements:**
- [Emotional opportunities missed]

**Recommendation:** [Add these elements]

## 🏆 Competitor Comparison
**vs. Top Performers:**
| Element | Your Thumbnail | Top Performers |
|---------|----------------|---------------|
| Text Size | [Size] | [Size] |
| Faces | [Yes/No] | [Yes/No] |
| Colors | [Palette] | [Palette] |

## 📝 Summary & Action Items
1. **[Priority 1]** [Most important fix]
2. **[Priority 2]** [Second improvement]
3. **[Priority 3]** [Third suggestion]

## 💡 Quick Wins
- [Easy change with big impact]
- [Another low-effort improvement]

---

Scoring Criteria

  • 9-10: Excellent, production-ready
  • 7-8: Good, minor improvements suggested
  • 5-6: Average, significant improvements needed
  • Below 5: Needs substantial redesign

Example Analysis

Input Thumbnail: Tech review video thumbnail

  • Shows smartphone with text "BEST Phone 2025?"
  • Blue/white background
  • Creator face with neutral expression

Output:

---
# YouTube Thumbnail Analysis Report

## 📊 Overall Score: 7.5/10

## 🎯 Visual Hierarchy
**Strengths:**
- Clear focal point on the phone
- Good contrast between device and background

**Areas for Improvement:**
- Face is small and gets lost
- Text competes with the main subject

**Recommendation:** Enlarge face and move to upper corner

## 🎨 Color Analysis
**Strengths:**
- Clean, professional palette
- Good for tech content

**Areas for Improvement:**
- Lacks visual punch
- Doesn't stand out in search results

**Recommendation:** Add 1-2 accent colors for emphasis

## ✍️ Text Assessment
**Strengths:**
- Question format creates curiosity
- Readable font choice

**Issues Found:**
- "2025" is redundant (if video is current)
- Too many elements competing

**Recommendation:** Simplify to "BEST Phone?" or "WORST Choice"

## 😊 Emotional Impact
**Current Emotional Appeal:** Curious, informational

**What Works:**
- Question format engages curiosity

**Missing Elements:**
- Surprise/shock expression
- Personal opinion indicator (thumbs up/down)

**Recommendation:** Add reaction face showing verdict

## 📝 Summary & Action Items
1. **[High Priority]** Replace face with stronger reaction shot
2. **[Medium Priority]** Simplify text to single compelling phrase
3. **[Low Priority]** Add accent color or glow effect

## 💡 Quick Wins
- Increase face size by 30%
- Add subtle shadow/outline to text
- Add arrows or circles to highlight features
---

Best Practices Reference

  • Use faces with expressive emotions (surprise, excitement, confusion)
  • Keep text to 3-5 words maximum
  • High contrast colors for visibility
  • Test thumbnails with 50% saturation
  • Use the Rule of Thirds for composition
  • Always include safe zones for mobile viewers
  • A/B test variations when possible

平台分布

OpenClaw

82.88%
按下载量换算1,413

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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